# RankRoot: AI visibility audit

> Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt.

- name: io.github.zachhhhh/rankroot
- version: 0.1.1
- connection class: unknown (unknown)
- trust: 58/100 flags: no-repository
- quality: 89/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.zachhhhh%2Frankroot
- tools: https://api.protogrid.dev/v1/servers/io.github.zachhhhh%2Frankroot/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "rankroot": {
      "type": "http",
      "url": "https://getrankroot.com/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 29
- freshness: 100
- provenance: 45
- drivers: +website -unreachable(1 failures) +updated-14d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 89/100 (good)

### protocol: 100 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- pass `protocol.list_ttl`: tool list is cacheable (ttlMs 3600000)

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 6 of 6 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: audit_ai_visibility (destructiveHint, idempotentHint); generate_ai_visibility_files (destructiveHint, idempotentHint); check_ai_crawler_access (destructiveHint, idempotentHint); …
- pass `tools.token_cost`: about 601 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 7 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 6, about 601 tokens to load them all
- tool set hash: db8628776215d10884254def4f590dc5
- tools last changed: 2026-10-20T11:06:35.464Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.zachhhhh/rankroot.svg)](https://protogrid.dev/servers/io.github.zachhhhh/rankroot)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-20 `get_checkout_link` changed (description, inputSchema)
  - before: Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits.
  - after: Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits. If checkoutOpen is false, the link is an application form the user fills in instead.
- 2026-10-20 `get_pricing` changed (description)
  - before: List RankRoot plans (free, 7-day pass, Pro monthly/yearly, Agency) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
  - after: List RankRoot plans (free scan, Fix Pack one-time, done-for-you AI Visibility Employee monthly) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
- 2026-10-20 `get_checkout_link` added
  - Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits.
- 2026-10-20 `get_pricing` added
  - List RankRoot plans (free, 7-day pass, Pro monthly/yearly, Agency) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
- 2026-10-20 `validate_llms_txt` added
  - Fetch a site's llms.txt (pass the site URL, or a URL ending in /llms.txt or /llms-full.txt for a subpath file) and check it against the llmstxt.org format: H1, summary, H2 link lists, Optional section.
- 2026-10-20 `check_ai_crawler_access` added
  - Check which AI crawlers (OAI-SearchBot, ChatGPT-User, GPTBot, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and more) a site's robots.txt and firewall/CDN let in. Flags blocked AI search bots, which cost citations.
- 2026-10-20 `generate_ai_visibility_files` changed (inputSchema)

Full history: https://api.protogrid.dev/v1/servers/io.github.zachhhhh%2Frankroot/changes

## Remotes

- https://getrankroot.com/api/mcp (streamable-http, auth none, reachable false, uptime30d 0.962963)

## Packages

_none_

## Tools (6)

- `audit_ai_visibility`: Score how discoverable a website is by AI answer engines (ChatGPT, Perplexity, Claude, Google AI Overviews) and AI agents. Returns a 0-100 score, per-category scores and a prioritized fix list.
- `check_ai_crawler_access`: Check which AI crawlers (OAI-SearchBot, ChatGPT-User, GPTBot, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and more) a site's robots.txt and firewall/CDN let in. Flags blocked AI search bots, which cost citations.
- `generate_ai_visibility_files`: Generate ready-to-publish llms.txt, an AI-bot-friendly robots.txt and schema.org JSON-LD for a website, based on its current homepage.
- `get_checkout_link`: Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits. If checkoutOpen is false, the link is an application form the user fills in instead.
- `get_pricing`: List RankRoot plans (free scan, Fix Pack one-time, done-for-you AI Visibility Employee monthly) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
- `validate_llms_txt`: Fetch a site's llms.txt (pass the site URL, or a URL ending in /llms.txt or /llms-full.txt for a subpath file) and check it against the llmstxt.org format: H1, summary, H2 link lists, Optional section.